Multivariate analysis highlighted the significance of parameters such as albumin, total bilirubin, AFP, the presence of diabetes mellitus, and a tumor size < 5 cm in the PNS-positive group compared to the PNS-negative group. This evidence concerns the gene AFP and diabetes mellitus.